| Traffic data imputation via tensor completion based on soft thresholding of Tucker core JHM Goulart, AY Kibangou, G Favier Transportation Research Part C: Emerging Technologies 85, 348-362, 2017 | 69 | 2017 |
| Tensor CP Decomposition with Structured Factor Matrices: Algorithms and Performance JH de M. Goulart, M Boizard, R Boyer, G Favier, P Comon IEEE Journal of Selected Topics in Signal Processing 10 (4), 757 - 769, 2016 | 58 | 2016 |
| Efficient computation of bilinear approximations and Volterra models of nonlinear systems PMS Burt, JH de Morais Goulart IEEE Transactions on Signal Processing 66 (3), 804-816, 2017 | 30 | 2017 |
| Alternating group lasso for block-term tensor decomposition and application to ECG source separation JH de Morais Goulart, PMR de Oliveira, RC Farias, V Zarzoso, P Comon IEEE Transactions on Signal Processing 68, 2682-2696, 2020 | 28 | 2020 |
| A Random Matrix Perspective on Random Tensors JHM Goulart, R Couillet, P Comon Journal of Machine Learning Research 23 (264), 2022 | 16 | 2022 |
| Efficient kernel computation for Volterra filter structure evaluation JH de Morais Goulart, PMS Burt IEEE Signal Processing Letters 19 (3), 135-138, 2012 | 16 | 2012 |
| An algebraic solution for the Candecomp/PARAFAC decomposition with circulant factors JHM Goulart, G Favier SIAM Journal on Matrix Analysis and Applications 35 (4), 1543-1562, 2014 | 14 | 2014 |
| COL0RME: Covariance-Based l0 Super-Resolution Microscopy with Intensity Estimation V Stergiopoulou, JH de Morais Goulart, S Schaub, L Calatroni, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 349-352, 2021 | 12 | 2021 |
| An iterative hard thresholding algorithm with improved convergence for low-rank tensor recovery JHM Goulart, G Favier 2015 23rd European Signal Processing Conference (EUSIPCO), 1701-1705, 2015 | 11 | 2015 |
| COL0RME: Super-resolution microscopy based on sparse blinking/fluctuating fluorophore localization and intensity estimation V Stergiopoulou, L Calatroni, H de Morais Goulart, S Schaub, ... Biological Imaging 2, e1, 2022 | 10 | 2022 |
| Low-Rank Tensor Recovery using Sequentially Optimal Modal Projections in Iterative Hard Thresholding (SeMPIHT) JHM Goulart, G Favier SIAM Journal on Scientific Computing 39 (3), A860–A889, 2017 | 10 | 2017 |
| Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the -Divergence A Marmin, JH de Morais Goulart, C Févotte IEEE Transactions on Signal Processing 71, 1435-1447, 2023 | 9 | 2023 |
| Blind source separation in persistent atrial fibrillation electrocardiograms using block-term tensor decomposition with löwner constraints PMR de Oliveira, JHM Goulart, CAR Fernandes, V Zarzoso IEEE Journal of Biomedical and Health Informatics 26 (4), 1538-1548, 2021 | 7 | 2021 |
| A novel non-iterative algorithm for low-multilinear-rank tensor approximation JH de Morais Goulart, P Comon 2017 25th European Signal Processing Conference (EUSIPCO), 653-657, 2017 | 7 | 2017 |
| Evaluating the potential of Volterra-PARAFAC IIR models PMS Burt, JHM Goulart 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 7 | 2013 |
| Assessment of essential information in the fourier domain to accelerate raman hyperspectral microimaging L Coic, R Vitale, M Moreau, D Rousseau, JH de Morais Goulart, ... Analytical Chemistry 95 (42), 15497-15504, 2023 | 6 | 2023 |
| Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence A Marmin, JH de Morais Goulart, C Févotte Signal Processing 209, 109048, 2023 | 6 | 2023 |
| Coherence constrained alternating least squares RC Farias, JH de Morais Goulart, P Comon 2018 26th European Signal Processing Conference (EUSIPCO), 613-617, 2018 | 6 | 2018 |
| A study on tensor and matrix models for super-resolution fluorescence microscopy JHM Goulart, L Blanc-Féraud, E Debreuve, S Schaub 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | 5 | 2019 |
| Superpixels meet essential spectra for fast Raman hyperspectral microimaging V Gilet, G Mabilleau, M Loumaigne, L Coic, R Vitale, T Oberlin, ... Optics Express 32 (1), 932-948, 2023 | 4 | 2023 |
Gérard FavierI3S LaboratoryVerified email at i3s.unice.fr